Automated deformation detection and interpretation using InSAR data and a multi-task ViT model

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Machine learning for volcano deformation using InSAR: moving beyond detection and classification to forecasting2024
2. 2Simultaneous Classification and Location of Volcanic Deformation in SAR Interferograms Using a Convolutional Neural Network2024 · 6 citations
3. 3Multi-Temporal InSAR and Machine Learning for Geohazard Monitoring: A Systematic Review with Emphasis on Noise Mitigation and Model Transferability2026 · 2 citations
4. 4Improving the Assessment of Post-Earthquake Building Damage in Underdeveloped Regions with Vision Transformers2025
5. 5Improving ground deformation prediction in satellite InSAR using ICA-assisted RNN model 2024